{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 解决中文显示问题（如果需要在图表中显示中文）\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 偿债能力分析数据\n",
    "debt_data = {\n",
    "    \"指标\": [\"资产负债率\", \"流动比率\", \"速动比率\", \"利息保障倍数\"],\n",
    "    \"数值\": [0.3989, 2.6156, 2.0418, 78.47]\n",
    "}\n",
    "debt_df = pd.DataFrame(debt_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制偿债能力折线图\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(debt_df[\"指标\"], debt_df[\"数值\"], marker='o', linestyle='-', color='b')\n",
    "plt.title(\"珀莱雅2023年偿债能力指标\")\n",
    "plt.xlabel(\"偿债能力指标\")\n",
    "plt.ylabel(\"指标数值\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.grid(True)  # 添加网格线，使图表更清晰\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 运营能力分析数据\n",
    "operation_data = {\n",
    "    \"指标\": [\"应收账款周转率\", \"存货周转率\", \"流动资产周转率\", \"固定资产周转率\", \"净资产周转率\", \"总资产周转率\"],\n",
    "    \"数值\": [25.85, 3.36, 1.60, 10.75, 2.02, 1.21]\n",
    "}\n",
    "operation_df = pd.DataFrame(operation_data)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 2. 绘制运营能力指标折线图\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(operation_df[\"指标\"], operation_df[\"数值\"], marker='o')\n",
    "plt.title(\"珀莱雅2023年运营能力指标\")\n",
    "plt.xlabel(\"指标名称\")\n",
    "plt.ylabel(\"周转次数/比率\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 盈利能力分析数据\n",
    "profit_data = {\n",
    "    \"指标\": [\"毛利率\", \"营业利润率\", \"净利润率\", \"净资产收益率\"],\n",
    "    \"数值\": [0.6993, 0.1687, 0.1382, 0.2797]\n",
    "}\n",
    "profit_df = pd.DataFrame(profit_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 3. 绘制盈利能力指标柱状图\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.bar(profit_df[\"指标\"], profit_df[\"数值\"])\n",
    "plt.title(\"珀莱雅2023年盈利能力指标\")\n",
    "plt.xlabel(\"指标名称\")\n",
    "plt.ylabel(\"比率\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "import matplotlib.pyplot as plt\n",
    "import pandas as pd\n",
    "\n",
    "# 利润表数据\n",
    "profit_data = {\n",
    "    \"指标\": [\"营业收入\", \"营业成本\", \"销售费用\", \"管理费用\", \"研发费用\", \"财务费用\", \"净利润\"],\n",
    "    \"金额（亿元）\": [89.05, 26.77, 39.72, 4.55, 1.74, -0.59, 11.94],\n",
    "    \"同比增长（%）\": [39.45, 38.38, 42.59, 39.15, 35.59, \"同比减少\", 46.06]\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建DataFrame\n",
    "df_profit = pd.DataFrame(profit_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制柱状图展示金额情况\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.bar(df_profit[\"指标\"], df_profit[\"金额（亿元）\"])\n",
    "plt.xlabel(\"财务指标\")\n",
    "plt.ylabel(\"金额（亿元）\")\n",
    "plt.title(\"珀莱雅2023年利润表关键指标金额情况\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制折线图展示同比增长情况（财务费用同比减少特殊处理为0增长便于画图示意）\n",
    "growth_data = df_profit[\"同比增长（%）\"].tolist()\n",
    "growth_data[5] = 0\n",
    "df_profit[\"同比增长（%）处理后\"] = growth_data\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(df_profit[\"指标\"], df_profit[\"同比增长（%）处理后\"], marker='o')\n",
    "plt.xlabel(\"财务指标\")\n",
    "plt.ylabel(\"同比增长（%）\")\n",
    "plt.title(\"珀莱雅2023年利润表关键指标同比增长情况\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 资产负债表部分数据示例（流动资产）\n",
    "current_assets_data = {\n",
    "    \"项目\": [\"货币资金\", \"应收账款\", \"预付款项\", \"存货\"],\n",
    "    \"期末余额（亿元）\": [36.59, 3.45, 20.29, 9.01],\n",
    "    \"较期初增长（%）\": [17.08, 237.29, 121.76, 26.90]\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "# 创建DataFrame\n",
    "df_current_assets = pd.DataFrame(current_assets_data)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制柱状图展示期末余额情况\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.bar(df_current_assets[\"项目\"], df_current_assets[\"期末余额（亿元）\"])\n",
    "plt.xlabel(\"流动资产项目\")\n",
    "plt.ylabel(\"期末余额（亿元）\")\n",
    "plt.title(\"珀莱雅2023年流动资产期末余额情况\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 绘制折线图展示较期初增长情况\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.plot(df_current_assets[\"项目\"], df_current_assets[\"较期初增长（%）\"], marker='o')\n",
    "plt.xlabel(\"流动资产项目\")\n",
    "plt.ylabel(\"较期初增长（%）\")\n",
    "plt.title(\"珀莱雅2023年流动资产较期初增长情况\")\n",
    "plt.xticks(rotation=45)\n",
    "plt.show()"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": ".venv",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
